Concept

Computer experiment

Related lectures (4)

Model Selection: Non-Nested Model Selection

Explores model selection, criteria, bias/variance tradeoff, and cross-validation methods.

Modulation Instability in Optical Waveguide

Delves into modulation instability in optical waveguides, where continuous wave light can break up into ultrashort pulses.

Stochastic Simulation: Latin Hypercube Sampling and Quasi Monte Carlo

Covers Latin Hypercube Sampling and Quasi Monte Carlo methods for stochastic simulation, explaining the goal of stratification and generating independent permutations.

Newton's Laws and Collisions

Covers Newton's laws, forces, collisions, and conservation principles, illustrated through experiments and simulations.